Quantitative Bioreactor Monitoring of Intracellular Bacterial Metabolites in Clostridium autoethanogenum Using Liquid Chromatography–Isotope Dilution Mass Spectrometry

Safo, Laudina; Abdelrazig, Salah; Grosse-Honebrink, Alexander; Millat, Thomas; Henstra, Anne M.; Norman, Rupert; Thomas, Neil R.; Winzer, Klaus; Minton, Nigel P.; Kim, Dong-Hyun; Barrett, David A.

Abstract

We report a liquid chromatography–isotope dilution mass spectrometry method for the simultaneous quantification of 131 intracellular bacterial metabolites of Clostridium autoethanogenum. A comprehensive mixture of uniformly 13C-labeled internal standards (U-13C IS) was biosynthesized from the closely related bacterium Clostridium pasteurianum using 4% 13C–glucose as a carbon source. The U-13C IS mixture combined with 12C authentic standards was used to validate the linearity, precision, accuracy, repeatability, limits of detection, and quantification for each metabolite. A robust-fitting algorithm was employed to reduce the weight of the outliers on the quantification data. The metabolite calibration curves were linear with R2 ≥ 0.99, limits of detection were ≤1.0 μM, limits of quantification were ≤10 μM, and precision/accuracy was within RSDs of 15% for all metabolites. The method was subsequently applied for the daily monitoring of the intracellular metabolites of C. autoethanogenum during a CO gas fermentation over 40 days as part of a study to optimize biofuel production. The concentrations of the metabolites were estimated at steady states of different pH levels using the robust-fitting mathematical approach, and we demonstrate improved accuracy of results compared to conventional regression. Metabolic pathway analysis showed that reactions of the incomplete (branched) tricarboxylic acid “cycle” were the most affected pathways associated with the pH shift in the bioreactor fermentation of C. autoethanogenum and the concomitant changes in ethanol production.

Citation

Safo, L., Abdelrazig, S., Grosse-Honebrink, A., Millat, T., Henstra, A. M., Norman, R., …Barrett, D. A. (2021). Quantitative Bioreactor Monitoring of Intracellular Bacterial Metabolites in Clostridium autoethanogenum Using Liquid Chromatography–Isotope Dilution Mass Spectrometry. ACS Omega, 6, 13518-13526. https://doi.org/10.1021/acsomega.0c05588

• Journal Article Type: Article
• Acceptance Date: Feb 3, 2021
• Online Publication Date: May 20, 2021
• Publication Date: May 20, 2021
• Deposit Date: Feb 12, 2021
• Publicly Available Date: May 20, 2021
• Journal: ACS Omega
• Electronic ISSN: 2470-1343
• Peer Reviewed: Peer Reviewed
• Volume: 6
• Pages: 13518-13526
• DOI: https://doi.org/10.1021/acsomega.0c05588
• Public URL: https://nottingham-repository.worktribe.com/output/5318315
• Publisher URL: https://pubs.acs.org/doi/abs/10.1021/acsomega.0c05588